{"id":"W2914259517","doi":"10.1111/aos.14016","title":"Retinal blood oxygen saturation and aqueous humour biomarkers in early diabetic retinopathy","year":2019,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Medicine; Diabetic retinopathy; Retinal; Hepatocyte growth factor; Vascular endothelial growth factor; Aqueous humour; Ophthalmology; Cytokine; Biomarker; Oxygen saturation; Growth factor; Internal medicine; Endocrinology; Aqueous humor; VEGF receptors; Diabetes mellitus; Oxygen; Chemistry; Receptor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002344486,0.0002468407,0.0001675759,0.000523785,0.0001973334,0.0002754582,0.0001030749,0.00029973,0.001016549],"category_scores_gemma":[0.0004978094,0.00009348567,0.0001248742,0.0002586103,0.00009701896,0.000161096,0.0001943217,0.0002283734,0.0001409798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767236,"about_ca_system_score_gemma":0.00007042766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000766723,"about_ca_topic_score_gemma":0.001192581,"domain_scores_codex":[0.9998674,0.00002900371,0.00001704806,0.00003515318,0.00002725548,0.0000241048],"domain_scores_gemma":[0.9996922,0.00004541812,0.0001407026,0.00001087518,0.00004370723,0.00006703676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001355891,0.0001756737,0.977587,0.00005517459,0.00007897201,0.0002712737,0.00012973,0.00005564547,0.01066907,0.0000235452,0.0000966122,0.009501401],"study_design_scores_gemma":[0.00001545778,0.0003456734,0.9971981,0.000006585663,0.00003510429,0.0008004663,0.0000956081,0.0001857394,0.001107196,0.00002214,0.0001850298,0.000002853851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999247,0.0004177825,0.00007971303,0.000009874983,0.00000281273,0.000004119415,0.00004365377,0.000002462599,0.0001925918],"genre_scores_gemma":[0.9995926,0.00007013059,0.0001079581,0.00001465078,0.000004953107,0.000004985218,0.00005646626,5.573122e-7,0.0001476017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001016549,"threshold_uncertainty_score":0.003400743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343050839395506,"score_gpt":0.2573990468400373,"score_spread":0.2439685384460823,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}